Unified disparate data sources (Smartsheet, Tableau, Qualtrics) into a single, API-driven pipeline, accelerating data analysis and facilitating timely, data-informed business decisions.

Developed Customer Health Score for Cisco’s CX Cloud platform, enabling clients to proactively manage Cisco hardware devices and improve overall product utilization.

Co-lead for 2022 Summer Internship Program

Mentored beginners through supervised ML projects—ranging from medical image classification to sentiment analysis—providing personalized guidance from model design to evaluation.

Led student groups through cumulative final projects spanning NLP + Finance, Exoplanet Classification, and AI Ethics, fostering critical thinking, technical proficiency, and responsible AI practices.

Collaborated closely with designers and backend engineers to enhance UI/UX and optimize application performance, resulting in a user-centric mobile platform.